{"id":"W3137213298","doi":"10.1111/icad.12482","title":"Assessing long‐term effects of artificial light at night on insects: what is missing and how to get there","year":2021,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesamt für Naturschutz; BioFuelNet Canada","keywords":"Ecology; Artificial light; Population; Set (abstract data type); Biodiversity; Entomology; Environmental resource management; Biology; Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157716,0.0009496752,0.002149771,0.001423255,0.0006796492,0.003393953,0.001594857,0.001807276,0.002945929],"category_scores_gemma":[0.01074642,0.0003511503,0.001379498,0.001323973,0.001426645,0.004853806,0.001620716,0.001949074,0.0007618117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345164,"about_ca_system_score_gemma":0.002291047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006049093,"about_ca_topic_score_gemma":0.01477932,"domain_scores_codex":[0.9959298,0.001846261,0.0004409313,0.0004798767,0.001143411,0.0001597494],"domain_scores_gemma":[0.9820814,0.009660931,0.00249486,0.0009244859,0.004233969,0.0006044062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001377727,0.0006599866,0.09218182,0.05144375,0.001848671,0.0003071683,0.001334207,0.002538197,0.02992768,0.002676716,0.01324918,0.802455],"study_design_scores_gemma":[0.0001534128,0.005753458,0.5306483,0.0541054,0.005133198,0.001284845,0.0140725,0.006115871,0.04233914,0.02659383,0.3129562,0.0008438965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1208473,0.7879585,0.04145282,0.032666,0.003206535,0.0005933208,0.002574804,0.0004045919,0.01029615],"genre_scores_gemma":[0.3988888,0.5036915,0.07014285,0.01622134,0.002804275,0.000962599,0.002768347,0.0001898663,0.004330504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01157716,"threshold_uncertainty_score":0.06122661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691666505915329,"score_gpt":0.2565099833730025,"score_spread":0.2195933183138492,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}